Bogdan Buduroiu

@lina@vt.social giving LLMs a persistent REPL environment where they can programmatically solve problems through symbolic programs rather than just autoregressively solve problems is a step change in model abilities. > With only 7M parameters, Tiny Recursive Model (TRM) obtains 45% test-accuracy on ARC-AGI-1 and 8% on ARC-AGI-2, higher than most LLMs (e.g., Deepseek R1, o3-mini, Gemini 2.5 Pro) with less than 0.01% of the parameters. https://arxiv.org/abs/2510.04871

@fabio I'm a federalist, but even I have to recognise the EU is beyond reform, Europe needs a post-EU, federal future. A monetary union lacking fiscal and investment structures means a structurally dysfunctional EU. A EU Commission that cannot be held responsible by it's constituents is structurally dysfunctional. A democratically elected EU parliament that can't draft laws is structurally dysfunctional. The Euro being a low-value Deutsche Mark, pushing Southern, deficit nations like Italy into endless austerity (causing the rise of populism), while keeping German exports strong, is structurally dysfunctional. Having strict budget deficit rules which cause perpetual austerity after periods of economic crisis, yet loosening those deficit rules only for military spending, is structurally dysfunctional. No amount of USB-C and no roaming fees will cover the fact that the EU is at an impasse, and the current Brussels political class is invested in the status quo, that will lead to the unravelling of the Euro and the EU itself.